
The $49 Billion Productivity Prize Most Boards Are Still Underestimating
Why AI adoption alone won't unlock the projected economic uplift - and what boards should ask about execution visibility before approving the next pilot.
Articles, guides, and research from the D2R team - written for the people who actually run the work, not just plan it. No theory dumps. No vendor noise. Just clear thinking on how processes really run, and how to make them better.
Short, practical perspectives on process, operations, and applied AI - written to be useful, not theoretical.

Why AI adoption alone won't unlock the projected economic uplift - and what boards should ask about execution visibility before approving the next pilot.

Compliance now costs Australian business $160B a year. A practical look at where complexity hides - and how leaders can start to unwind it without a 'big bang' redesign.

Three persistent patterns that quietly accumulate in regulated environments: control layers, hidden dependencies, and silent variants.

Gartner predicts 40% of agentic AI projects will be cancelled by 2027. The fix isn't better models - it's process-first clarity before agents are introduced into cross-team work.
Designed to run. Built to prove it.